Table 1:
The computation complexity analysis .
| Case | ROI (t) | RMSE (in3) | R2 | Exec.Time |
|---|---|---|---|---|
| 5-folds | [0.102, 0.920] | 1.530 | 0.720 | 129 |
| 6-folds | [0.086, 0.920] | 1.523 | 0.721 | 144 |
| 7-folds | [0.141, 0.531] | 1.449 | 0.749 | 161 |
| 8-folds | [0.156, 0.516] | 1.420 | 0.758 | 184 |
| 9-folds | [0.165, 0.820] | 1.559 | 0.709 | 203 |
| 10-folds | [0.117, 0.508] | 1.549 | 0.713 | 216 |
| LOOCV | [0.078, 0.508] | 1.503 | 0.722 | 1168 |
| Proposed | [0.148, 0.281] | 1.348 | 0.782 | 178 |